Accelerating ML Workloads using GPU Tensor Cores: The Good, the Bad, and the Ugly.
Bagus HanindhitoLizy K. JohnPublished in: ICPE (2024)
Keyphrases
- maximum likelihood
- real time
- high order
- database systems
- graphics hardware
- central processing unit
- higher order
- parallel architectures
- gpu implementation
- diffusion tensor
- parallel computing
- parallel implementation
- parallel computation
- tensor factorization
- graphics processing units
- graphics processors
- gpu accelerated
- tensor product
- multi core processors
- higher order singular value decomposition
- tensor decomposition
- tensor space
- parallel processing
- tensor field
- structure tensor
- parallel programming
- computer systems
- tensor analysis
- order tensor
- data management
- pairwise
- databases